• Title/Summary/Keyword: sleep delay

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Low Power Neuromorphic Hardware Design and Implementation Based on Asynchronous Design Methodology (비동기 설계 방식기반의 저전력 뉴로모픽 하드웨어의 설계 및 구현)

  • Lee, Jin Kyung;Kim, Kyung Ki
    • Journal of Sensor Science and Technology
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    • v.29 no.1
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    • pp.68-73
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    • 2020
  • This paper proposes an asynchronous circuit design methodology using a new Single Gate Sleep Convention Logic (SG-SCL) with advantages such as low area overhead, low power consumption compared with the conventional null convention logic (NCL) methodologies. The delay-insensitive NCL asynchronous circuits consist of dual-rail structures using {DATA0, DATA1, NULL} encoding which carry a significant area overhead by comparison with single-rail structures. The area overhead can lead to high power consumption. In this paper, the proposed single gate SCL deploys a power gating structure for a new {DATA, SLEEP} encoding to achieve low area overhead and low power consumption maintaining high performance during DATA cycle. In this paper, the proposed methodology has been evaluated by a liquid state machine (LSM) for pattern and digit recognition using FPGA and a 0.18 ㎛ CMOS technology with a supply voltage of 1.8 V. the LSM is a neural network (NN) algorithm similar to a spiking neural network (SNN). The experimental results show that the proposed SG-SCL LSM reduced power consumption by 10% compared to the conventional LSM.

Duty Cycle Research for Energy Consumption Efficiency under the IoT Wireless Environment

  • Woo, Eun-Ju;Moon, Yu-Sung;Choi, Ung-Se;Kim, Jung-Won
    • Journal of IKEEE
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    • v.22 no.4
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    • pp.1210-1213
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    • 2018
  • In this paper, we propose a method to reduce the amount of current through the Timing Control of the duty cycle and the Report Attribute Control at the MAC Layer in consideration of the Sleep Mode under the IoT wireless environment. The use of a duty cycle is an effective way to reduce energy consumption on wireless sensor networks where the node is placed in sleep mode periodically. In particular, we studied how to control power efficiency through duty rate in Short Transition Time and ACK Time processing while satisfying radio channel limitation criterion. When comparing before and after the improvement considering the delay time constraint, we validated the correlation of the electrical current reduction.

A Power-based Pipelined-forwarding MAC Protocol for Energy Harvesting Wireless Sensor Networks (에너지 하베스팅 무선 센서네트워크을 위한 전력기반 Pipelined-forwarding MAC프로토콜)

  • Shim, Kyuwook;Park, Hyung-Kun
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.68 no.1
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    • pp.98-101
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    • 2019
  • In this paper, we propose the power-based pipelined-forwarding MAC protocol which can select relay nodes according to the residual power and energy harvesting rate in EH-WSN (energy-harvesting wireless sensor networks). The proposed MAC follows a pipelined-forwarding scheme in which nodes repeatedly sleep and wake up in an EH-WSN environment and data is continuously transmitted from a high-level node to a low-level node. The sleep interval is adaptively controlled so that nodes with low energy harvesting rate can be charged sufficiently, thereby minimizing the transmission delay and increasing the network lifetime. Simulation shows that the proposed MAC protocol improves the balance of residual power and network lifetime.

A Modified PTW Wakeup Scheme for Performance Enhancement in Wireless Sensor Network (무선 센서 네트워크에서 성능향상을 위한 수정된 PTW Wakeup 구조)

  • Kim Seong-Cheol
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.10 no.8
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    • pp.1380-1385
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    • 2006
  • A Pipelined Tone Wakeup(PTW) scheme(1) was proposed to support energy saving and end-to-end delay for sensor networks by providing an asynchronous wakeup pipeline to overlap the wakeup procedures with the packet transmission. But the scheme uses two radios and assumes error-free environments. In this paper, we propose a modified PTW scheme for wireless sensor networks. The proposed scheme is based on the PTW. The difference is that next hop information will be included in the ack packet from receiver node to sender node, So all the other neighbor nodes can stay in sleep mode long enough to save energy. Also ore get enhanced delay performance.

Analytic Model for Performance Evaluation of B-MAC Protocol under Contention Transmission Condition of Two Senders (두 개의 송신 노드가 경쟁하는 상황의 B-MAC 무선 센서 네트워크 프로토콜 성능 분석을 위한 분석적 모델)

  • Jung, Sung-Hwan;Kwon, Tae-Kyoung
    • Journal of the Korean Operations Research and Management Science Society
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    • v.34 no.3
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    • pp.137-153
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    • 2009
  • In this paper, we present an analytic model that evaluates the performance of B-MAC protocol under contention transmission conditions of two senders in a single-hop wireless sensor network. Our model considers the impact of several important factors such as sleep cycle, the backoff mechanism and incoming traffic loads. After obtaining the service delay distribution of a sending node and expected delay of a receiving node, an iterative algorithm is presented for calculating the performance measures such as expected energy consumption usage per packet and latency. Simulation results show that the proposed analytic model can accurately estimate the performance measures under different traffic conditions.

Self-Power Gating Technique For Low Power Asynchronous Circuit

  • Mai, Kim-Ngan Thi;Vo, Huan Minh
    • Journal of IKEEE
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    • v.22 no.3
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    • pp.548-557
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    • 2018
  • In this paper, Asynchronous Self-Power Gating technique (ASPG) is used to reduce consumption power in asynchronous digital watch application. The power gating control signal is automatically generated by internal system operation characteristics instead of using replica circuit delay or four-phase handshaking protocol. Isolation cell is designed to insert it between power gating domain and normal operation domain. By using self-power gating circuit, asynchronous digital watch application consumes very low power and maintains data during sleep mode. The comparison results show the proposed ASPG technique saves leakage power up to 40.47% and delay time is reduced to 71% compared to the conventional circuit.

Delay Improvement Greedy Forwarding in Low-Duty-Cycle Wireless Sensor Networks (로우듀티사이클 환경을 고려한 무선센서네트워크에서 데이터 전송지연을 향상한 그리디 포워딩)

  • Choe, Junseong;Le, Huu Nghia;Shon, Minhan;Choo, Hyunseung
    • Annual Conference of KIPS
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    • 2012.04a
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    • pp.609-611
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    • 2012
  • 논문에서는 로우듀티사이클 환경을 고려하여 목적지까지 데이터 전송의 신뢰성뿐만 아니라 낮은 데이터 지연도 보장하는 DIGF (Delay Improvement Greedy Forwarding) 기법을 제안한다. 초기에 제안된 그리디 포워텅 기법들은 무선링크가 갖는 비신뢰성 및 비대칭성의 문제점을 해결하기 위해 데이터 전송 성공률과 에너지 효율을 높이는 기법이 제안되었다. 하지만 많은 그리디 포워텅 기법들은 노드들이 데이터를 송수신하기 위해 대기하고 있는 수신대기상태로 인한 많은 에너지 소모를 고려하지 않아 네트워크 라이프타임을 감소시킨다. 이러한 문제점을 해결하고자 제안기법인 DIGF는 무선링크의 비신뢰성과 비대칭성을 고려할 뿐만 아니라 로우듀티사이클 환경을 고려한다. 또한 로우듀티사이클 환경을 고려할 때 발생되는 높은 수면지연성 (Sleep latency) 을 해결하기 위한 알고리즘을 제안하여 낮은 전송지연과 신뢰성 있는 데이터 전송을 보장한다.

Characteristics of Sleep Pattern among Korean College Students (한국 대학생의 수면 양상 특징)

  • Kim, Seog-Ju;Lyoo, In-Kyoon;Won, Chang-Yeon;Jeong, Do-Un
    • Sleep Medicine and Psychophysiology
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    • v.13 no.1
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    • pp.15-21
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    • 2006
  • Introduction: The objective of the present study was to investigate bedtime, rise time and time-in-bed of Korean college students, separately on weekday and on weekend and to compare them. In addition, this study also aimed to evaluate the influence of gender, age and grade on the above sleep parmeters in Korean college students. Methods: Information regarding bedtime and rise time, separately on weekday and on weekend, of Korean college students were obtained by self-administered questionnaire. Questionnaires of 1,825 students (1,416 females and 409 males, age 18-30;mean age $21.1{\pm}2.2$) were used for statistical analyses. Results: Korean college students retired to bed 50 minutes later (00:49 on weekday;01:40 on weekend;t=39.67, p<0.001), rose 1 hour 58 minutes later (07:52 on weekday;09:50 on weekend;t=39.46, p<0.001), and slept 1 hour 8 minutes longer (t=13.33, p<0.001) on weekend. Compared to male students, female students had earlier rise time (t=8.96, p<0.01;t=3.89, p<0.01) and earlier bedtime both on weekday and weekend (t=7.10, p<0.01;t=6.04, p<0.01), and shorter time-in-bed on weekday (t=1.99, p<0.01). In addition, rise time delay and time-in-bed increase on weekend were more prominent in female students than in male students (t=3.41, p<0.01; t=3.68, p<0.01). Grade was correlated with bedtime and rise time on weekday (${\beta}=0.1022$, p<0.01;${\beta}=0.1009$, p<0.01), bedtime and time-in-bed on weekend (${\beta}=0.1096$, p<0.01;${\beta}=-0.0990$, p<0.01), and differences between week-day and weekend of the rise time and the time-in-bed (${\beta}=-0.0906$, p<0.01;${\beta}=-0.1115$, p=0.02). Conclusions: In this study, Korean college students had earlier bedtime/rise time and shorter time-in-bed on weekday than on weekend. These findings suggest that weekday sleep-wake schedule of Korean college students may be advanced relative to their biological sleep-wake cycle and that this discrepancy may be associated with weekday sleep deprivation. In addition, differences of sleep patterns between weekday and weekend were more prominent in female students and students with lower grade. Therefore, discrepancy between weekday sleep-wake schedule and biological sleep-wake cycle, as well as weekday sleep deprivation, might be more serious in female or lower-grade students.

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A Case of Childhood Obstructive Sleep Apnea Syndrome with Co-morbid Attention Deficit Hyperactivity Disorder Treated with Continuous Positive Airway Pressure Treatment (지속적(持續的) 상기도(上氣道) 양압술(陽壓術)을 시행(施行)하여 치료효과(治療效果)를 본 주의력(注意力) 결핍(缺乏).과잉(過剩) 운동장애(運動障碍)를 동반(同伴)한 소아기(小兒基) 폐쇄성(閉鎖性) 수면무호흡증(睡眠無呼吸症) 1례(例))

  • Sohn, Chang-Ho;Shin, Min-Sup;Hong, Kang-E;Jeong, Do-Un
    • Sleep Medicine and Psychophysiology
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    • v.3 no.1
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    • pp.85-95
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    • 1996
  • Obstructive sleep apnea syndrome(OSAS) in childhood is unique and different n-om that in adulthood in several aspects, including pathophysiology, clinical features, diagnostic criteria, complications, management, and prognosis. Characteristic features of childhood OSAS in comparison with the adult form are the variety of severe complications such as developmental delay, more prominent behavioral and cognitive impairments, vivid cardiovascular symptoms, and increased death risk, warranting a special attention to the possible diagnosis of OSAS in children who snore. However, the childhood OSAS is often neglected and unrecognized. We, therefore, report a case of very severe OSAS in a 5-year-old boy who was sucessfully treated with continuous positive airway pressure(CPAP) treatment. Interestingly, the patient was comor-bid with the attention deficit hyperactivity disorder. Prior to the initial visit to us, adenotonsillectomy had been done at the age of 4 with no significant improvement of apneic symptoms and heavy snoring. On the initial diagnostic procedures, marked degree of snoring was audible even in the daytime wake state and the patient was observed to be very hyperactive. Increased pulmonary vascularity with borderline cardiomegaly was noted on chest X-ray. The baseline polysomnography revealed that the patient was very sleep-apneic and snored very heavily, with the respiratory disturbance index(RDI) of 46.9 per hour of sleep, the mean SaO2 of 78.8%, and the lowest SaO2 of 40.0%(the lowest detectable oxygen level by the applied oxymeter). The second night polysomnography was done for CPAP titration and the optimal pressure turned out to be $8.0\;cmH_2O$. The applied CPAP treatment was well tolerated by the patient and was found to be very effective in alleviating heavy snoring and severe repetitive sleep apneas. After 18 months of the CPAP treatment, the patient was followed up with nocturnal polysomnography(baseline and CPAP nights) and clinical examination. Sleep apneas were still present without CPAP on the baseline night. However, the severity of OSAS was significantly decreased(RDI of 15.7, mean SaO2 of 96.2%, and the lowest SaO2 of 83.0%), compared to the initial polysomnographic findings before initiation of long-term CPAP treatment. Wechsler intelligence tests done before and after the CPAP treatment were compared with each other and surprising improvement of intelligence(total 9 points, performance 16 points) was noted. Clinically he was found to be markedly improved in his attention deficit hyperactive behavior after CPAP treatment, but with minimal change of TOVA(test of variables of attention) scores except conversion of reaction time score into normal range. On the chest X-ray taken after 18 months of CPAP application, the initial cardiopulmonary abnormalities were not found at all. We found that the CPAP treatment in a young child is very effective, safe, and well-tolerated and also improves the co-morbid attention deficit hyperactive symptoms. Overall, the growth and development of the child has been facilitated with the long-term use of CPAP. Cardiovascular complications induced by OSAS have been also normalized with CPAP treatment. We suggest that early diagnosis and active treatment intervention of OSAS in children are crucial in preventing and ameliorating possible serious complications caused by repetitive sleep apneas and consequent hypoxic damage during sleep.

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A Traffic Aware Demand-Wakeup MAC(TADW-MAC) Protocol for Wireless Sensor Networks (무선 센서 네트워크에서 트래픽에 적응적인 Demand-Wakeup MAC 프로토콜)

  • Kim, Hye-Yun;Kim, Seong-Cheol
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.21 no.1
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    • pp.180-186
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    • 2017
  • In this paper we propose a traffic aware Demand Wakeup MAC(TADW-MAC) protocol, in which low data delay and high throughput can be achieved, for wireless sensor networks. With the TADW-MAC protocol, the problem of the DW-MAC protocol, which schedules only one packet to deliver during the Sleep period in a multi-hop transmission is resolved. DW-MAC is not adequate for the applications such as object tracking and fire detection, in which busty data should be transmitted in a limited time when an event occurs [6-8]. When an event occurs, duty cycle can be adjusted in the TADW-MAC protocol to get less energy consumption and low latency. The duty cycle mechanism has been widely used to save energy consumption of sensor node due to idle listening in wireless sensor networks. But additional delay in packet transmission may be increased in the mechanism. Our simulation results show that TADW-MAC outperforms RMAC and DW-MAC in terms of energy efficiency while achieving low latency.